首页 > 最新文献

Flow, Turbulence and Combustion最新文献

英文 中文
On the Feasibility of a Self-adaptive Strategy for Hybrid RANS/LES Based on Physical Criteria and its Initial Testing on Low Reynolds Number Backward-Facing Step Flow 基于物理准则的混合RANS/LES自适应策略的可行性及其在低雷诺数后向阶跃流中的初步测试
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-11-25 DOI: 10.1007/s10494-024-00583-x
Martin David, Mahitosh Mehta, Rémi Manceau

Hybrid RANS/LES methods can produce more reliable results than RANS with a reasonable computational cost. Thus, they have the potential to become the next workhorse in the industry. However, in continuous approaches, whether or not they depend on the grid step explicitly, the ability of the model to switch to a well-resolved LES depends on the mesh generated by the user, such that the results are user-dependent. The present paper proposes a self-adaptive strategy, in which the RANS and LES zones are determined using physical criteria, in order to mitigate the user influence. Starting from an initial RANS computation, successive HTLES are carried out and the mesh is refined according to the criteria. To demonstrate the feasibility of this strategy, the method is applied to the backward-facing step case with the Hybrid Temporal Large Eddy Simulation (HTLES) approach, but is suitable for any other hybrid approach. The results obtained show that the method reaches a fixed point after only a few simulations and significantly improves the predictions when compared to RANS, with no intervention from the user. Even though the process is still a long way from being applicable to a wide range of turbulent flows, this paper is a demonstrator of the applicability of this self-adaptive strategy.

混合RANS/LES方法在计算成本合理的情况下,可以产生比RANS更可靠的结果。因此,它们有潜力成为该行业的下一个主力。然而,在连续方法中,无论它们是否明确地依赖于网格步骤,模型切换到高分辨率LES的能力取决于用户生成的网格,因此结果依赖于用户。本文提出了一种自适应策略,其中使用物理标准确定RANS和LES区域,以减轻用户的影响。从初始RANS计算开始,逐次进行HTLES,并根据准则进行网格细化。为了证明该策略的可行性,将该方法与混合时间大涡模拟(HTLES)方法一起应用于后向阶跃情况,但适用于任何其他混合方法。结果表明,该方法在不需要用户干预的情况下,只需进行几次模拟就可以达到一个不动点,并且与RANS相比显著提高了预测结果。尽管该过程距离适用于大范围的湍流还有很长的路要走,但本文证明了这种自适应策略的适用性。
{"title":"On the Feasibility of a Self-adaptive Strategy for Hybrid RANS/LES Based on Physical Criteria and its Initial Testing on Low Reynolds Number Backward-Facing Step Flow","authors":"Martin David,&nbsp;Mahitosh Mehta,&nbsp;Rémi Manceau","doi":"10.1007/s10494-024-00583-x","DOIUrl":"10.1007/s10494-024-00583-x","url":null,"abstract":"<div><p>Hybrid RANS/LES methods can produce more reliable results than RANS with a reasonable computational cost. Thus, they have the potential to become the next workhorse in the industry. However, in continuous approaches, whether or not they depend on the grid step explicitly, the ability of the model to switch to a well-resolved LES depends on the mesh generated by the user, such that the results are user-dependent. The present paper proposes a self-adaptive strategy, in which the RANS and LES zones are determined using physical criteria, in order to mitigate the user influence. Starting from an initial RANS computation, successive HTLES are carried out and the mesh is refined according to the criteria. To demonstrate the feasibility of this strategy, the method is applied to the backward-facing step case with the Hybrid Temporal Large Eddy Simulation (HTLES) approach, but is suitable for any other hybrid approach. The results obtained show that the method reaches a fixed point after only a few simulations and significantly improves the predictions when compared to RANS, with no intervention from the user. Even though the process is still a long way from being applicable to a wide range of turbulent flows, this paper is a demonstrator of the applicability of this self-adaptive strategy.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"49 - 79"},"PeriodicalIF":2.0,"publicationDate":"2024-11-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995780","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Near-Field Mixing in a Coaxial Dual Swirled Injector 同轴双旋涡喷射器的近场混合
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-11-04 DOI: 10.1007/s10494-024-00596-6
Sylvain Marragou, Thibault Frédéric Guiberti, Thierry Poinsot, Thierry Schuller

Improving mixing between two coaxial swirled jets is a subject of interest for the development of next generations of fuel injectors. This is particularly crucial for hydrogen injectors, where the separate introduction of fuel and oxidizer is preferred to mitigate the risk of flashback. Raman scattering is used to measure the mean compositions and to examine how mixing between fuel and air streams evolves along the axial direction in the near-field of the injector outlet. The parameters kept constant include the swirl level (S_e = 0.67) in the annular channel, the injector dimensions, and the composition of the oxidizer stream, which is air. Experiments are carried out in cold flow conditions for different compositions of the central stream, including hydrogen and methane but also helium and argon. Three dimensionless mixing parameters are identified, the velocity ratio (u_e/u_i) between the external stream and internal stream, the density ratio (rho _e/rho _i) between the two fluids, and the inner swirl level (S_i) in the central channel. Adding swirl to the central jet significantly enhances mixing between the two streams very close to the injector outlet. Mixing also increases with higher velocity ratios (u_e/u_i), independently of the inner swirl. Additionally, higher density ratios (rho _e/rho _i) enhance mixing between the two streams only in the case without swirl conferred to the central flow. A model is proposed for coaxial swirled jets, yielding a dimensionless mixing progress parameter that only depends on the velocity ratio (u_e/u_i) and geometrical features of the swirling flow that can be determined by examining the structure of the velocity field. Comparing the model with experiments, it is shown to perform effectively across the entire range of velocity ratios (0.6 le u_e/u_i le 3.8), density ratios (0.7 le rho _e/rho _i le 14.4), and inner swirl levels (0.0 le S_i le 0.9). This law may be used to facilitate the design of coaxial swirled injectors.

改善两个同轴旋转射流之间的混合是下一代喷油器发展的一个感兴趣的主题。这对于氢气喷射器来说尤其重要,因为燃料和氧化剂的单独引入可以减轻闪回的风险。拉曼散射用于测量平均成分,并研究燃料和气流之间的混合如何在喷油器出口近场沿轴向演变。保持不变的参数包括环形通道中的旋流水平(S_e = 0.67)、喷射器尺寸和氧化剂流的组成(即空气)。在冷流条件下对不同成分的中央流进行了实验,包括氢和甲烷,以及氦和氩。确定了三个无量纲混合参数:外流与内流的速度比(u_e/u_i)、两种流体的密度比(rho _e/rho _i)和中央通道内的旋流水平(S_i)。在中心射流中加入旋流,可以显著增强靠近喷油器出口的两股气流之间的混合。混合也随着更高的速度比(u_e/u_i)而增加,与内旋无关。此外,更高的密度比(rho _e/rho _i)只在没有漩涡赋予中央流的情况下增强两流之间的混合。提出了同轴旋转射流的模型,得到了一个无量纲的混合过程参数,该参数仅取决于速度比(u_e/u_i)和旋涡流动的几何特征,可以通过检查速度场的结构来确定。将模型与实验进行比较,结果表明该模型在速度比(0.6 le u_e/u_i le 3.8)、密度比(0.7 le rho _e/rho _i le 14.4)和内旋流水平(0.0 le S_i le 0.9)的整个范围内都能有效地执行。这一规律可用于同轴旋流喷射器的设计。
{"title":"Near-Field Mixing in a Coaxial Dual Swirled Injector","authors":"Sylvain Marragou,&nbsp;Thibault Frédéric Guiberti,&nbsp;Thierry Poinsot,&nbsp;Thierry Schuller","doi":"10.1007/s10494-024-00596-6","DOIUrl":"10.1007/s10494-024-00596-6","url":null,"abstract":"<div><p>Improving mixing between two coaxial swirled jets is a subject of interest for the development of next generations of fuel injectors. This is particularly crucial for hydrogen injectors, where the separate introduction of fuel and oxidizer is preferred to mitigate the risk of flashback. Raman scattering is used to measure the mean compositions and to examine how mixing between fuel and air streams evolves along the axial direction in the near-field of the injector outlet. The parameters kept constant include the swirl level <span>(S_e = 0.67)</span> in the annular channel, the injector dimensions, and the composition of the oxidizer stream, which is air. Experiments are carried out in cold flow conditions for different compositions of the central stream, including hydrogen and methane but also helium and argon. Three dimensionless mixing parameters are identified, the velocity ratio <span>(u_e/u_i)</span> between the external stream and internal stream, the density ratio <span>(rho _e/rho _i)</span> between the two fluids, and the inner swirl level <span>(S_i)</span> in the central channel. Adding swirl to the central jet significantly enhances mixing between the two streams very close to the injector outlet. Mixing also increases with higher velocity ratios <span>(u_e/u_i)</span>, independently of the inner swirl. Additionally, higher density ratios <span>(rho _e/rho _i)</span> enhance mixing between the two streams only in the case without swirl conferred to the central flow. A model is proposed for coaxial swirled jets, yielding a dimensionless mixing progress parameter that only depends on the velocity ratio <span>(u_e/u_i)</span> and geometrical features of the swirling flow that can be determined by examining the structure of the velocity field. Comparing the model with experiments, it is shown to perform effectively across the entire range of velocity ratios <span>(0.6 le u_e/u_i le 3.8)</span>, density ratios <span>(0.7 le rho _e/rho _i le 14.4)</span>, and inner swirl levels <span>(0.0 le S_i le 0.9)</span>. This law may be used to facilitate the design of coaxial swirled injectors.\u0000</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"221 - 242"},"PeriodicalIF":2.0,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10494-024-00596-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142994571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of Thermal Boundary Models for Large Eddy Simulations of Natural Convection 自然对流大涡模拟的热边界模式评估
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-10-28 DOI: 10.1007/s10494-024-00594-8
Lise Ceresiat, Miltiadis V. Papalexandris

In this paper, we report on the efficacy of four different thermal boundary models for Wall-Modelled Large Eddy Simulations (WMLES) of turbulent natural convection. Our test cases consist of Rayleigh-Bénard convection of liquid water at two Rayleigh numbers, (Ra =1.35{times }10^8) and (Ra =10^9), respectively. Two configurations are examined, namely, convection in a box and in a cavity; the latter one involving a free-slip top boundary. For these test cases, the numerical results obtained via WMLES with the thermal boundary models are compared with those of Wall-Resolved Large-Eddy Simulations. According to our comparative studies, a particular version of the so-called Kays & Crawford model provides the most accurate predictions, at least for the test cases considered herein. Additionally, in this paper, we report on WMLES of turbulent convection at a higher Rayleigh number, (Ra =5{times }10^9), with the aforementioned model. For this case, we analyse herein the flow structure and present results for first and second-order statistics of the flow.

在本文中,我们报告了四种不同的热边界模型对湍流自然对流的壁式大涡模拟(WMLES)的有效性。我们的测试用例包括两个瑞利数(分别为(Ra =1.35{times }10^8)和(Ra =10^9))下液态水的瑞利-巴姆纳德对流。研究了两种结构,即箱内对流和腔内对流;后者涉及自由滑移顶边界。针对这些试验用例,将基于热边界模型的WMLES数值模拟结果与壁面分辨大涡模拟结果进行了比较。根据我们的比较研究,一个特殊版本的所谓的凯斯和;Crawford模型提供了最准确的预测,至少对于这里考虑的测试用例来说是这样。此外,在本文中,我们用上述模型报道了更高瑞利数(Ra =5{times }10^9)下湍流对流的WMLES。针对这种情况,本文分析了流动结构,并给出了流动的一阶和二阶统计量的结果。
{"title":"Assessment of Thermal Boundary Models for Large Eddy Simulations of Natural Convection","authors":"Lise Ceresiat,&nbsp;Miltiadis V. Papalexandris","doi":"10.1007/s10494-024-00594-8","DOIUrl":"10.1007/s10494-024-00594-8","url":null,"abstract":"<div><p>In this paper, we report on the efficacy of four different thermal boundary models for Wall-Modelled Large Eddy Simulations (WMLES) of turbulent natural convection. Our test cases consist of Rayleigh-Bénard convection of liquid water at two Rayleigh numbers, <span>(Ra =1.35{times }10^8)</span> and <span>(Ra =10^9)</span>, respectively. Two configurations are examined, namely, convection in a box and in a cavity; the latter one involving a free-slip top boundary. For these test cases, the numerical results obtained via WMLES with the thermal boundary models are compared with those of Wall-Resolved Large-Eddy Simulations. According to our comparative studies, a particular version of the so-called Kays &amp; Crawford model provides the most accurate predictions, at least for the test cases considered herein. Additionally, in this paper, we report on WMLES of turbulent convection at a higher Rayleigh number, <span>(Ra =5{times }10^9)</span>, with the aforementioned model. For this case, we analyse herein the flow structure and present results for first and second-order statistics of the flow.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"117 - 144"},"PeriodicalIF":2.0,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of Droplet Evaporation Dynamics Using Computational Singular Perturbation and Tangential Stretching Rate 用计算奇异摄动和切向拉伸率分析液滴蒸发动力学
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-10-17 DOI: 10.1007/s10494-024-00592-w
Lorenzo Angelilli, Riccardo Malpica Galassi, Pietro Paolo Ciottoli, Francisco E. Hernandez-Perez, Mauro Valorani, Hong G. Im

Computational singular perturbation (CSP) has been successfully used in the analysis of complex chemically reacting flows by systematically identifying the intrinsic timescales and slow invariant manifolds that capture the essential subprocesses driving the dynamics of the system. In this article, the analytical and computational framework is applied for the first time to analyze the Lagrangian droplets undergoing evaporation and dispersion in the surrounding gases. First, a rigorous mathematical formulation is derived to adapt the CSP tools into the droplet dynamics equations, including the formal definition of the tangential stretching rate (TSR) that represents the explosive/dissipative nature of the system. A steady ammonia and a falling water droplet studies are then conducted to demonstrate the utility of the CSP methodology in identifying various physical mechanisms driving the evolution of the system, such as the distinction of thermal-driven and mass-driven regimes. Various definitions of the importance indices are also examined to provide in-depth analysis of different subprocesses and their interactions in modifying the droplet dynamics.

计算奇异摄动(CSP)已经成功地应用于复杂化学反应流的分析,通过系统地识别固有时标和捕获驱动系统动力学的基本子过程的慢不变流形。本文首次应用解析和计算框架分析了拉格朗日液滴在周围气体中蒸发和分散的过程。首先,推导了一个严格的数学公式,使CSP工具适用于液滴动力学方程,包括代表系统爆炸/耗散性质的切向拉伸率(TSR)的正式定义。然后进行了稳定的氨和下降的水滴研究,以证明CSP方法在确定驱动系统演变的各种物理机制方面的效用,例如热驱动和质量驱动制度的区别。还研究了重要性指数的各种定义,以深入分析不同的子过程及其在改变液滴动力学中的相互作用。
{"title":"Analysis of Droplet Evaporation Dynamics Using Computational Singular Perturbation and Tangential Stretching Rate","authors":"Lorenzo Angelilli,&nbsp;Riccardo Malpica Galassi,&nbsp;Pietro Paolo Ciottoli,&nbsp;Francisco E. Hernandez-Perez,&nbsp;Mauro Valorani,&nbsp;Hong G. Im","doi":"10.1007/s10494-024-00592-w","DOIUrl":"10.1007/s10494-024-00592-w","url":null,"abstract":"<div><p>Computational singular perturbation (CSP) has been successfully used in the analysis of complex chemically reacting flows by systematically identifying the intrinsic timescales and slow invariant manifolds that capture the essential subprocesses driving the dynamics of the system. In this article, the analytical and computational framework is applied for the first time to analyze the Lagrangian droplets undergoing evaporation and dispersion in the surrounding gases. First, a rigorous mathematical formulation is derived to adapt the CSP tools into the droplet dynamics equations, including the formal definition of the tangential stretching rate (TSR) that represents the explosive/dissipative nature of the system. A steady ammonia and a falling water droplet studies are then conducted to demonstrate the utility of the CSP methodology in identifying various physical mechanisms driving the evolution of the system, such as the distinction of thermal-driven and mass-driven regimes. Various definitions of the importance indices are also examined to provide in-depth analysis of different subprocesses and their interactions in modifying the droplet dynamics.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"275 - 298"},"PeriodicalIF":2.0,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of the Partially Stirred Reactor Model for LES in a Swirl-Stabilized Turbulent Premixed Flame 旋流稳定湍流预混火焰中LES部分搅拌反应器模型的评估
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-10-15 DOI: 10.1007/s10494-024-00589-5
Fredherico Rodrigues, José M. García-Oliver, José M. Pastor, Daniel Mira

This study presents an assessment of the Partially Stirred Reactor (PaSR) as a subgrid model for large eddy simulations (LES) of turbulent premixed combustion. The PaSR-LES approach uses a skeletal mechanism for methane/air combustion, and requires the transport of all the species, with a closure for the filtered source terms. The rate of progress for each reaction is given by the mixing and chemical time scales, which are computed from global flame parameters and a turbulent time scale respectively. This model is applied to a swirled combustor exhibiting a V-flame shape attached to the nozzle, subjected to heat loss. LES are carried out for two distinct equivalence ratios at atmospheric pressure. The flow fields and the thermochemical states from PaSR-LES are compared with the experimental data and solutions based on Flamelet Generated Manifolds (FGM). The results show good correlation with the experiments and FGM-LES, though also some sensitivity to the resolution. The approach also reproduces well the effect of heat loss, which is determined by the use of a chemical time scale given by a progress variable. Dedicated analysis of the swirl-stabilized flame on different regions is conducted evaluating the capabilities of the model to reproduce the burning velocity, flame shape and flame structure.

本文对部分搅拌反应器(PaSR)作为紊流预混燃烧大涡模拟的子网格模型进行了评价。PaSR-LES方法使用甲烷/空气燃烧的骨架机制,需要所有物种的运输,并对过滤源项进行封闭。每个反应的进展速度由混合时间尺度和化学时间尺度给出,它们分别由全局火焰参数和湍流时间尺度计算得到。该模型应用于具有v型火焰形状的旋涡燃烧器,该燃烧器附在喷嘴上,受到热损失。在大气压下对两种不同的等效比进行了LES计算。将PaSR-LES的流场和热化学态与实验数据进行了比较,并给出了基于火焰生成流形(FGM)的解决方案。结果与实验结果和FGM-LES具有良好的相关性,但对分辨率也有一定的敏感性。该方法还很好地再现了热损失的影响,热损失是由进程变量给出的化学时间尺度的使用决定的。对不同区域的旋流稳定火焰进行了专门的分析,评估了该模型对燃烧速度、火焰形状和火焰结构的再现能力。
{"title":"Assessment of the Partially Stirred Reactor Model for LES in a Swirl-Stabilized Turbulent Premixed Flame","authors":"Fredherico Rodrigues,&nbsp;José M. García-Oliver,&nbsp;José M. Pastor,&nbsp;Daniel Mira","doi":"10.1007/s10494-024-00589-5","DOIUrl":"10.1007/s10494-024-00589-5","url":null,"abstract":"<div><p>This study presents an assessment of the Partially Stirred Reactor (PaSR) as a subgrid model for large eddy simulations (LES) of turbulent premixed combustion. The PaSR-LES approach uses a skeletal mechanism for methane/air combustion, and requires the transport of all the species, with a closure for the filtered source terms. The rate of progress for each reaction is given by the mixing and chemical time scales, which are computed from global flame parameters and a turbulent time scale respectively. This model is applied to a swirled combustor exhibiting a V-flame shape attached to the nozzle, subjected to heat loss. LES are carried out for two distinct equivalence ratios at atmospheric pressure. The flow fields and the thermochemical states from PaSR-LES are compared with the experimental data and solutions based on Flamelet Generated Manifolds (FGM). The results show good correlation with the experiments and FGM-LES, though also some sensitivity to the resolution. The approach also reproduces well the effect of heat loss, which is determined by the use of a chemical time scale given by a progress variable. Dedicated analysis of the swirl-stabilized flame on different regions is conducted evaluating the capabilities of the model to reproduce the burning velocity, flame shape and flame structure.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"359 - 386"},"PeriodicalIF":2.0,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142994330","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Reformulation of the Laminar Kinetic Energy Model to Enable Multi-mode Transition Predictions 层流动能模型的重新表述以实现多模态跃迁预测
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-10-08 DOI: 10.1007/s10494-024-00590-y
Roberto Pacciani, Yuan Fang, Leonardo Metti, Michele Marconcini, Richard Sandberg

The paper describes the development of a novel transition/turbulence model based on the laminar kinetic energy concept. The model is intended as a base framework for data-driven improvements. Starting from a previously developed framework, mainly aimed at separated-flow transition predictions, suitable terms for model generalization are identified and reformulated for handling different transition modes, namely bypass and separated-flow modes. The ideology for the definition of new terms has its roots in mixing phenomenological and correlation-based arguments, ensuring generality and flexibility and allowing a variety of lines of action for improving model components via machine-learning approaches. The model calibration, carried out with reference to flat plate test cases subjected to different pressure gradients and freestream turbulence levels, is discussed in detail. Although the constructed model is calibrated on a group of classic flat plat cases, the validation campaign, mostly carried out on gas turbine cascades, demonstrates its ability to predict transitional flows with engineering accuracy. Finally, while the model is not specifically developed for natural transition predictions, satisfactory predictions are obtained in scenarios with low freestream turbulence for flat plate and airfoil flows.

本文描述了一种基于层流动能概念的新型过渡/湍流模型的发展。该模型旨在作为数据驱动改进的基础框架。从先前开发的主要针对分离流过渡预测的框架开始,识别并重新制定适合模型泛化的术语,以处理不同的过渡模式,即旁路和分离流模式。新术语定义的意识形态源于混合现象学和基于相关性的论证,确保通用性和灵活性,并允许通过机器学习方法改进模型组件的各种行动线。参考不同压力梯度和自由流湍流水平下的平板试验案例进行了模型校准,并进行了详细讨论。尽管构建的模型是在一组经典的平板案例上进行校准的,但验证活动(主要是在燃气轮机叶栅上进行的)表明,它能够以工程精度预测过渡流动。最后,虽然该模型不是专门为自然过渡预测而开发的,但在平板和翼型流动的低自由流湍流情况下获得了令人满意的预测。
{"title":"A Reformulation of the Laminar Kinetic Energy Model to Enable Multi-mode Transition Predictions","authors":"Roberto Pacciani,&nbsp;Yuan Fang,&nbsp;Leonardo Metti,&nbsp;Michele Marconcini,&nbsp;Richard Sandberg","doi":"10.1007/s10494-024-00590-y","DOIUrl":"10.1007/s10494-024-00590-y","url":null,"abstract":"<div><p>The paper describes the development of a novel transition/turbulence model based on the laminar kinetic energy concept. The model is intended as a base framework for data-driven improvements. Starting from a previously developed framework, mainly aimed at separated-flow transition predictions, suitable terms for model generalization are identified and reformulated for handling different transition modes, namely bypass and separated-flow modes. The ideology for the definition of new terms has its roots in mixing phenomenological and correlation-based arguments, ensuring generality and flexibility and allowing a variety of lines of action for improving model components via machine-learning approaches. The model calibration, carried out with reference to flat plate test cases subjected to different pressure gradients and freestream turbulence levels, is discussed in detail. Although the constructed model is calibrated on a group of classic flat plat cases, the validation campaign, mostly carried out on gas turbine cascades, demonstrates its ability to predict transitional flows with engineering accuracy. Finally, while the model is not specifically developed for natural transition predictions, satisfactory predictions are obtained in scenarios with low freestream turbulence for flat plate and airfoil flows.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"81 - 116"},"PeriodicalIF":2.0,"publicationDate":"2024-10-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10494-024-00590-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142994695","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A Survey on Control Techniques to Augment Compressible Jet Mixing 增强可压缩射流混合的控制技术综述
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-09-28 DOI: 10.1007/s10494-024-00588-6
Amit Krishnat Mali, Tamal Jana, Mrinal Kaushik, Gautam Choubey

The mixing enhancement of a jet and its characteristics are essential for numerous aerospace applications, for example, reducing the infrared radiation of combat aircraft, mitigating noise in passenger aircraft, improving combustion characteristics in conventional jet, ramjet, and scramjet engines, producing vectored thrust for controlling spacecraft, missiles, and satellite. These applications led to studying the compressible jet mixing processes and strategies for controlling them. The mixing process is severely suppressed in high-speed flows (particularly when the jet Mach number is above 0.3) because of the compressibility effects. Jet mixing requires the development of augmentation strategies due to the short flow residence time (about a tenth of a millisecond). This study provides a comprehensive overview of the mixing improvement methods for compressible jets. It begins with an introduction to the compressible flow mixing layer. It examines several methods for enhancing jet mixing, such as active or passive control and unconventional mixing techniques like fluidic oscillators and mixing induced by shock waves. The passive flow control strategies make the flow more unstable and introduce large-scale vortices in the flow direction. The investigators studied the passive jet control configurations based on the above two approaches to increase mixing efficiency while maintaining a tolerable thrust loss and base drag. Active flow control is achieved by inducing instability but are only effective for appropriately selected values of actuating frequency, duty cycle, mass flow ratio, exit diameter of the actuating jet, location of actuators, etc.

喷气机及其特性的混合增强对许多航空航天应用至关重要,例如,减少战斗机的红外辐射,减轻客机的噪音,改善传统喷气发动机,冲压发动机和超燃冲压发动机的燃烧特性,为控制航天器,导弹和卫星产生矢量推力。这些应用导致了对可压缩射流混合过程和控制策略的研究。在高速流动中(特别是当射流马赫数大于0.3时),由于可压缩性的影响,混合过程受到严重抑制。射流混合由于流动停留时间短(约十分之一毫秒),需要开发增强策略。本文对可压缩射流的混合改善方法进行了全面的综述。首先介绍了可压缩流混合层。它研究了几种增强射流混合的方法,如主动或被动控制和非常规混合技术,如流体振荡器和激波诱导的混合。被动流动控制策略使流动更加不稳定,并在流动方向上引入大规模的涡流。研究人员研究了基于上述两种方法的被动射流控制配置,以提高混合效率,同时保持可容忍的推力损失和基阻力。主动流量控制是通过诱导不稳定性来实现的,但只有在执行频率、占空比、质量流量比、执行射流出口直径、执行器位置等适当选择的值下才有效。
{"title":"A Survey on Control Techniques to Augment Compressible Jet Mixing","authors":"Amit Krishnat Mali,&nbsp;Tamal Jana,&nbsp;Mrinal Kaushik,&nbsp;Gautam Choubey","doi":"10.1007/s10494-024-00588-6","DOIUrl":"10.1007/s10494-024-00588-6","url":null,"abstract":"<div><p>The mixing enhancement of a jet and its characteristics are essential for numerous aerospace applications, for example, reducing the infrared radiation of combat aircraft, mitigating noise in passenger aircraft, improving combustion characteristics in conventional jet, ramjet, and scramjet engines, producing vectored thrust for controlling spacecraft, missiles, and satellite. These applications led to studying the compressible jet mixing processes and strategies for controlling them. The mixing process is severely suppressed in high-speed flows (particularly when the jet Mach number is above 0.3) because of the compressibility effects. Jet mixing requires the development of augmentation strategies due to the short flow residence time (about a tenth of a millisecond). This study provides a comprehensive overview of the mixing improvement methods for compressible jets. It begins with an introduction to the compressible flow mixing layer. It examines several methods for enhancing jet mixing, such as active or passive control and unconventional mixing techniques like fluidic oscillators and mixing induced by shock waves. The passive flow control strategies make the flow more unstable and introduce large-scale vortices in the flow direction. The investigators studied the passive jet control configurations based on the above two approaches to increase mixing efficiency while maintaining a tolerable thrust loss and base drag. Active flow control is achieved by inducing instability but are only effective for appropriately selected values of actuating frequency, duty cycle, mass flow ratio, exit diameter of the actuating jet, location of actuators, etc.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"1 - 48"},"PeriodicalIF":2.0,"publicationDate":"2024-09-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Control of Shallow Water Flows Using an Optimization Procedure and Finite Element Analysis 用优化程序和有限元分析控制浅水流动
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-09-27 DOI: 10.1007/s10494-024-00587-7
Malú Grave, Renato Vaz Linn, Armando Miguel Awruch

A new approach using optimization techniques for controlling water flows is proposed in this work. The investigated problem is related to shallow water flows where a given time-evolution of outflow should be determined in order to control water elevation at some region. Typical applications are problems involving the control of movable barriers or water flowing through floodgates to prevent inundation. Usually, this type of problem is solved using gradient-based control techniques which can provide complex solutions that can be difficult to be implemented in practical situations. Here, the shape of the outflow discharge along time is predefined by a curve parametrization and used as design variable of an optimization problem. The shallow water equations are evaluated using the Finite Element Method (FEM). Numerical applications of water height control are presented and the different shapes of water outflow are investigated and discussed. As a result, the present framework can solve optimal flow control problems where an outflow discharge must satisfy a given type of variation along time.

本文提出了一种利用优化技术控制水流的新方法。所研究的问题与浅水流动有关,为了控制某一区域的水位,需要确定给定的流出量随时间的变化。典型的应用是涉及控制可移动障碍物或通过水闸的水流以防止洪水泛滥的问题。通常,这类问题是使用基于梯度的控制技术来解决的,这种技术可以提供复杂的解决方案,但在实际情况下很难实施。在这里,流出流量随时间的形状由曲线参数化预先确定,并作为优化问题的设计变量。用有限元法对浅水方程进行了计算。提出了水高控制的数值应用,并对不同形状的水流进行了研究和讨论。因此,本框架可以解决最优流动控制问题,其中流出流量必须满足给定类型的随时间变化。
{"title":"Control of Shallow Water Flows Using an Optimization Procedure and Finite Element Analysis","authors":"Malú Grave,&nbsp;Renato Vaz Linn,&nbsp;Armando Miguel Awruch","doi":"10.1007/s10494-024-00587-7","DOIUrl":"10.1007/s10494-024-00587-7","url":null,"abstract":"<div><p>A new approach using optimization techniques for controlling water flows is proposed in this work. The investigated problem is related to shallow water flows where a given time-evolution of outflow should be determined in order to control water elevation at some region. Typical applications are problems involving the control of movable barriers or water flowing through floodgates to prevent inundation. Usually, this type of problem is solved using gradient-based control techniques which can provide complex solutions that can be difficult to be implemented in practical situations. Here, the shape of the outflow discharge along time is predefined by a curve parametrization and used as design variable of an optimization problem. The shallow water equations are evaluated using the Finite Element Method (FEM). Numerical applications of water height control are presented and the different shapes of water outflow are investigated and discussed. As a result, the present framework can solve optimal flow control problems where an outflow discharge must satisfy a given type of variation along time.\u0000</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"177 - 198"},"PeriodicalIF":2.0,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Turbulence-Radiation Interaction Effects on Liquid Fuel Droplet Evaporation in Spraying Combustion Flow Using Large Eddy Simulation 湍流-辐射相互作用对喷雾燃烧流中液体燃料液滴蒸发的影响
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-09-19 DOI: 10.1007/s10494-024-00584-w
Mehdi Ghiyasi, Farzad Bazdidi-Tehrani

The objective of the present article is to address the influence of turbulence-radiation interactions (TRI) on parameters associated with the evaporation rate of fuel droplets in the spray combustion of a fuel mixture containing ({text{C}}_{10}{text{H}}_{22}) within a model combustor. Variables such as turbulence kinetic energy, TRI factors, and temperature distributions, particularly at the sub-grid scale, are investigated utilizing the large eddy simulation approach. Also, parameters including the pattern factor and (text{NO}) concentration at the combustor outlet are assessed. The Eulerian approach to simulate the gaseous phase and the Lagrangian approach to model the liquid phase are employed. A two-way is used to couple their interactions, excluding the secondary breakup due to the Weber number being less than unity. The wall-adapting local eddy-viscosity model is adopted to simulate the eddy viscosity. The discrete ordinates method with the weighted-sum-of-gray-gases model is applied for thermal radiation calculating absorptivity and emissivity. The probability density function is utilized for modeling combustion. Results indicate that considering TRI facilitates the vaporization of fuel droplets due to accelerating the breakup process of the largest droplets by 3.36%, increasing their volumetric heat capacity by 4.50%, and reducing the penetration length by 10 mm. Furthermore, the maximum (text{NO}) pollutant concentration at the combustor outlet decreases from 11.64 to 9.84 ppm, and PF reduces from 0.034 to 0.011 in the presence of both resolved and sub-grid scale TRI.

本文的目的是解决湍流-辐射相互作用(TRI)对燃料液滴蒸发速率相关参数的影响,在一个模型燃烧室中含有({text{C}}_{10}{text{H}}_{22})燃料混合物的喷雾燃烧。利用大涡模拟方法研究了湍流动能、TRI因子和温度分布等变量,特别是在亚网格尺度上。此外,还评估了包括模式因子和燃烧室出口(text{NO})浓度在内的参数。用欧拉法模拟气相,用拉格朗日法模拟液相。采用双向耦合来耦合它们的相互作用,排除了由于韦伯数小于1而导致的二次分裂。采用自适应的局部涡黏模型来模拟涡黏。采用离散坐标法和灰色气体加权和模型计算热辐射吸收率和发射率。利用概率密度函数对燃烧进行建模。结果表明,考虑TRI有利于燃油液滴汽化,使最大液滴的破碎过程加快3.36%, increasing their volumetric heat capacity by 4.50%, and reducing the penetration length by 10 mm. Furthermore, the maximum (text{NO}) pollutant concentration at the combustor outlet decreases from 11.64 to 9.84 ppm, and PF reduces from 0.034 to 0.011 in the presence of both resolved and sub-grid scale TRI.
{"title":"Turbulence-Radiation Interaction Effects on Liquid Fuel Droplet Evaporation in Spraying Combustion Flow Using Large Eddy Simulation","authors":"Mehdi Ghiyasi,&nbsp;Farzad Bazdidi-Tehrani","doi":"10.1007/s10494-024-00584-w","DOIUrl":"10.1007/s10494-024-00584-w","url":null,"abstract":"<div><p>The objective of the present article is to address the influence of turbulence-radiation interactions (TRI) on parameters associated with the evaporation rate of fuel droplets in the spray combustion of a fuel mixture containing <span>({text{C}}_{10}{text{H}}_{22})</span> within a model combustor. Variables such as turbulence kinetic energy, TRI factors, and temperature distributions, particularly at the sub-grid scale, are investigated utilizing the large eddy simulation approach. Also, parameters including the pattern factor and <span>(text{NO})</span> concentration at the combustor outlet are assessed. The Eulerian approach to simulate the gaseous phase and the Lagrangian approach to model the liquid phase are employed. A two-way is used to couple their interactions, excluding the secondary breakup due to the Weber number being less than unity. The wall-adapting local eddy-viscosity model is adopted to simulate the eddy viscosity. The discrete ordinates method with the weighted-sum-of-gray-gases model is applied for thermal radiation calculating absorptivity and emissivity. The probability density function is utilized for modeling combustion. Results indicate that considering TRI facilitates the vaporization of fuel droplets due to accelerating the breakup process of the largest droplets by 3.36%, increasing their volumetric heat capacity by 4.50%, and reducing the penetration length by 10 mm. Furthermore, the maximum <span>(text{NO})</span> pollutant concentration at the combustor outlet decreases from 11.64 to 9.84 ppm, and PF reduces from 0.034 to 0.011 in the presence of both resolved and sub-grid scale TRI.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"114 1","pages":"323 - 358"},"PeriodicalIF":2.0,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High Speed Particle Image Velocimetry in a Large Engine Prechamber 大型发动机前腔中的高速粒子图像测速仪
IF 2 3区 工程技术 Q3 MECHANICS Pub Date : 2024-09-12 DOI: 10.1007/s10494-024-00572-0
Aravind Ramachandran, Rajat Soni, Markus Roßmann, Marc Klawitter, Clemens Gößnitzer, Jakob Woisetschläger, Anton Tilz, Gerhard Pirker, Andreas Wimmer

Planar velocity measurements using the particle image velocimetry technique have been performed at a repetition rate of 10 kHz in the prechamber of a large bore gas engine mounted on a rapid compression machine (RCM), to visualize the velocity fields in the non-reacting gas flow during a compression stroke. The prechamber investigated in this work is a prototype with modifications made to facilitate optical access, and it is mounted axially on the RCM combustion chamber. The parameters of the compression stroke in the RCM are set to achieve a compression ratio of 10. After removing outlying data based on pressure and piston displacement curves, PIV data from compression strokes were analyzed. The time-resolved velocity fields capture the formation and motion of a tumble vortex in the imaged plane. Mean flow fields obtained by phase averaging across the datasets are presented, showing the development of the flow field in the prechamber throughout the compression stroke. The data obtained will be used to validate CFD simulations.

使用粒子图像测速仪技术,以 10 kHz 的重复频率对安装在快速压缩机(RCM)上的大口径燃气发动机前室进行了平面速度测量,以观察压缩冲程期间非反应气流的速度场。这项工作中研究的前置室是一个原型,为便于光学观察进行了修改,并轴向安装在 RCM 燃烧室上。RCM 压缩冲程的参数设置为实现 10 的压缩比。根据压力和活塞位移曲线剔除异常数据后,对压缩冲程的 PIV 数据进行了分析。时间分辨速度场捕捉了成像平面内翻滚涡旋的形成和运动。通过对数据集进行相位平均获得的平均流场显示了前腔流场在整个压缩冲程中的发展情况。获得的数据将用于验证 CFD 模拟。
{"title":"High Speed Particle Image Velocimetry in a Large Engine Prechamber","authors":"Aravind Ramachandran,&nbsp;Rajat Soni,&nbsp;Markus Roßmann,&nbsp;Marc Klawitter,&nbsp;Clemens Gößnitzer,&nbsp;Jakob Woisetschläger,&nbsp;Anton Tilz,&nbsp;Gerhard Pirker,&nbsp;Andreas Wimmer","doi":"10.1007/s10494-024-00572-0","DOIUrl":"10.1007/s10494-024-00572-0","url":null,"abstract":"<div><p>Planar velocity measurements using the particle image velocimetry technique have been performed at a repetition rate of 10 kHz in the prechamber of a large bore gas engine mounted on a rapid compression machine (RCM), to visualize the velocity fields in the non-reacting gas flow during a compression stroke. The prechamber investigated in this work is a prototype with modifications made to facilitate optical access, and it is mounted axially on the RCM combustion chamber. The parameters of the compression stroke in the RCM are set to achieve a compression ratio of 10. After removing outlying data based on pressure and piston displacement curves, PIV data from compression strokes were analyzed. The time-resolved velocity fields capture the formation and motion of a tumble vortex in the imaged plane. Mean flow fields obtained by phase averaging across the datasets are presented, showing the development of the flow field in the prechamber throughout the compression stroke. The data obtained will be used to validate CFD simulations.</p></div>","PeriodicalId":559,"journal":{"name":"Flow, Turbulence and Combustion","volume":"113 4","pages":"1003 - 1023"},"PeriodicalIF":2.0,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10494-024-00572-0.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142178757","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Flow, Turbulence and Combustion
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1